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Article

Unravelling tumour heterogeneity using next-generation imaging: radiomics, radiogenomics, and habitat imaging.

Clinical radiology - 1 Jan 2017

Sala E, Mema E, Himoto Y, Veeraraghavan H, Brenton J D, Snyder A, Weigelt B, Vargas H A

Abstract excerpt

Tumour heterogeneity in cancers has been observed at the histological and genetic levels, and increased levels of intra-tumour genetic heterogeneity have been reported to be associated with adverse clinical outcomes. This review provides an overview of radiomics, radiogenomics, and habitat imaging, and examines the use of these newly emergent fields in assessing tumour heterogeneity and its implications. It...

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Identifiers

PMID: 27742105
DOI: 10.1016/j.crad.2016.09.013
PMCID: PMC5503113

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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